Implementation of a fuzzy controller for DC-DC converters using an inexpensive 8-b microcontroller

被引:159
|
作者
Gupta, T [1 ]
Boudreaux, RR [1 ]
Nelms, RM [1 ]
Hung, JY [1 ]
机构
[1] AUBURN UNIV, DEPT ELECT ENGN, AUBURN, AL 36849 USA
基金
美国国家航空航天局;
关键词
DC-DC power conversion; digital control; fuzzy control; microprocessor applications; power electronics;
D O I
10.1109/41.633467
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an implementation of a fuzzy controller for dc-dc converters using an inexpensive 8-b microcontroller. An ''on-chip'' analog-to-digital (A/D) converter and PWM generator eliminate the external components needed to perform these functions, Implementation issues include limited on-chip program memory of 2 kB, unsigned integer arithmetic, and computational delay, The duty cycle far the dc-dc converter can only be updated every eight switching cycles because of the time required for the A/D conversion and the control calculations. However, it is demonstrated here that stable responses can be obtained for both buck and boost converters under these conditions, Another important result is that the same microcontroller code, without any modifications, can control both converters because their behavior can be described by the same set of linguistic rules, The contribution shows that a nonlinear controller such as fuzzy logic can be inexpensively implemented with microcontroller technology.
引用
收藏
页码:661 / 669
页数:9
相关论文
共 50 条
  • [1] Design of a fuzzy controller using variable structure approach for application to DC-DC converters
    Guo, Lining
    Hung, John Y.
    Nelms, R. M.
    ELECTRIC POWER SYSTEMS RESEARCH, 2012, 83 (01) : 104 - 109
  • [2] Experimental evaluation of a fuzzy controller using a parallel integrator structure for DC-DC converters
    Guo, LP
    Hung, JY
    Nelms, RM
    ISIE 2005: PROCEEDINGS OF THE IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS 2005, VOLS 1- 4, 2005, : 707 - 713
  • [3] Adaptive Digital Current Mode Controller for DC-DC Converters
    Taeed, Fazel
    Andersen, Karsten Holm
    Nymand, Morten
    2015 17TH EUROPEAN CONFERENCE ON POWER ELECTRONICS AND APPLICATIONS (EPE'15 ECCE-EUROPE), 2015,
  • [4] Design of a DSP-Based PD-like Fuzzy Controller for Buck DC-DC Converters
    Chang, Chia-Wen
    Tao, Chin-Wang
    Chuang, Chen-Chia
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2016, 18 (06) : 971 - 979
  • [5] Evaluation of DSP-Based PID and Fuzzy Controllers for DC-DC Converters
    Guo, Liping
    Hung, John Y.
    Nelms, R. M.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2009, 56 (06) : 2237 - 2248
  • [6] Design and Implementation Challenges of Digital Controlled DC-DC Converters
    Ibrahim, Oladimeji
    Yahaya, Nor Zaihar
    Saad, Nordin
    JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES, 2019, : 39 - 50
  • [7] Modeling, Control, and Implementation of DC-DC Converters for Variable Frequency Operation
    Priewasser, Robert
    Agostinelli, Matteo
    Unterrieder, Christoph
    Marsili, Stefano
    Huemer, Mario
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2014, 29 (01) : 287 - 301
  • [8] High-frequency digital PWM controller IC for DC-DC converters
    Patella, BJ
    Prodic, A
    Zirger, A
    Maksimovic, D
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2003, 18 (01) : 438 - 446
  • [9] Minimum-Time Transient Recovery for DC-DC Converters Using Raster Control Surfaces
    Pitel, Grant E.
    Krein, Philip T.
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2009, 24 (12) : 2692 - 2703
  • [10] Design and Implementation of a DSP Based Digital Controller for a DC-DC Converter
    Tajuddin, Mohammad Faridun Naim
    Rahim, Nasrudin Abdul
    Daut, Ismail
    SECOND INTERNATIONAL CONFERENCE ON COMPUTER AND ELECTRICAL ENGINEERING, VOL 1, PROCEEDINGS, 2009, : 209 - +